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EEG

Electroencephalography epilepsy

Papers

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Showing 51–75 of 2431 papers

TitleStatusHype
Advancing Brainwave Modeling with a Codebook-Based Foundation Model—0
EEG-Based Inter-Patient Epileptic Seizure Detection Combining Domain Adversarial Training with CNN-BiLSTM Network—0
Study of Brain Connectivity by Multichannel EEG Quaternion Principal Component Analysis for Alzheimer Disease Classification—0
Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs—0
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry—0
EEG-to-Text Translation: A Model for Deciphering Human Brain ActivityCode1
QSVM-QNN: Quantum Support Vector Machine Based Quantum Neural Network Learning Algorithm for Brain-Computer Interfacing Systems—0
A Direct Comparison of Simultaneously Recorded Scalp, Around-Ear, and In-Ear EEG for Neural Selective Auditory Attention Decoding to Speech—0
SzCORE as a benchmark: report from the seizure detection challenge at the 2025 AI in Epilepsy and Neurological Disorders Conference—0
The role of data partitioning on the performance of EEG-based deep learning models in supervised cross-subject analysis: a preliminary studyCode0
BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals—0
ViEEG: Hierarchical Neural Coding with Cross-Modal Progressive Enhancement for EEG-Based Visual Decoding—0
Bridging BCI and Communications: A MIMO Framework for EEG-to-ECoG Wireless Channel Modeling—0
Covariance Density Neural Networks—0
Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified FrameworkCode1
Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-NetCode0
Automatic detection of abnormal clinical EEG: comparison of a finetuned foundation model with two deep learning models—0
Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning—0
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles—0
Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition—0
ALFEE: Adaptive Large Foundation Model for EEG RepresentationCode0
A brain-inspired generative model for EEG-based cognitive state identification—0
Low-dimensional representation of brain networks for seizure risk forecasting—0
A Methodological and Structural Review of Parkinsons Disease Detection Across Diverse Data Modalities—0
MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers—0
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